Microcredential

Internet of Things (IoT)

Explore IoT's transformative power across industries. Learn principles, architecture, and practical applications to design innovative solutions and lead cutting-edge projects in your field.

• edX
• 38 weeks, 4-5 hours a week
• On-Demand
• $1,544.00
• 4 courses

Computational Photography

1 review

Explore the intersection of photography and computation, covering image capture, processing, and innovative techniques to enhance visual storytelling and overcome 2D limitations.

• Udacity
• 16 weeks
• Finished
• Free Online Course

Computability, Complexity & Algorithms

1 review

Learn tools and techniques that will help you recognize when problems you encounter are intractable and when there an efficient solution.

• Udacity
• On-Demand
• Free Online Course

Executive Briefing: Artificial Intelligence (AI) + ChatGPT

117910 ratings at Udemy

Artificial Intelligence (AI) for Executives and Top-Level Managers: understand Artificial Intelligence in under 2 Hours

• Udemy
• 2 hours 21 minutes
• On-Demand
• Paid Course

Microcredential

Post Graduate Certificate in Natural Language Processing

Master core neural network models needed to become a natural language processing expert.

• Coursera
• 24 weeks, 7 hours a week
• On-Demand
• Paid Course

Microcredential

Post Graduate Certificate in Deep Learning for Computer Vision and Extended Reality

Master key deep learning and machine learning concepts and develop the skills needed to become an expert in deep learning modelling and its application to computer vision and extended reality.

• Coursera
• 24 weeks, 6-8 hours a week
• On-Demand
• Paid Course

Deep learning in Electronic Health Records - CDSS 2

Explore deep learning principles and architectures for electronic health records, focusing on time-series classification, imputation techniques, and encoding strategies using MIMIC-III database for clinical predictions.

• Coursera
• 1 day 7 hours 38 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Informed Clinical Decision Making using Deep Learning

Explore deep learning applications in Electronic Health Records, focusing on data mining, predictive analytics, explainable models, and clinical decision support systems for healthcare.

• Coursera
• 22 weeks, 5 hours a week
• On-Demand
• Paid Course
• 5 courses

Clinical Decision Support Systems - CDSS 4

Explore machine learning evaluation in clinical decision support systems, covering validation, bias assessment, fairness, explainability, and privacy concerns for improved healthcare outcomes.

• Coursera
• 8 hours 10 minutes
• On-Demand
• Free Online Course (Audit)

Generative AI in Education

43 ratings at Coursera

Explore generative AI's impact on education, covering basics, ethics, and practical applications. Engage in hands-on activities and discussions to develop critical understanding and skills.

• Coursera
• 5 hours 3 minutes
• On-Demand
• Free Online Course (Audit)

Capstone Assignment - CDSS 5

This course is a capstone assignment requiring you to apply the knowledge and skill you have learnt throughout the specialization. In this course you will choose one of the areas and complete the assignment to pass.

• Coursera
• 2 hours 30 minutes
• On-Demand
• Free Online Course (Audit)

Generative Pre-trained Transformers (GPT)

22 ratings at Coursera

Explore the fundamentals of natural language processing and language modeling, focusing on Transformer-based models like GPT. Gain hands-on experience with Python exercises and discuss ethical implications.

• Coursera
• 12 hours 40 minutes
• On-Demand
• Free Online Course (Audit)

Explainable deep learning models for healthcare - CDSS 3

15 ratings at Coursera

Explore interpretability and explainability in machine learning for healthcare, covering global and local methods, state-of-the-art techniques, and attention mechanisms in deep learning models.

• Coursera
• 1 day 6 hours 5 minutes
• On-Demand
• Free Online Course (Audit)

Data mining of Clinical Databases - CDSS 1

12 ratings at Coursera

Explore MIMIC-III, the largest public EHR database. Learn database design, querying tools, and data extraction for developing clinically useful machine learning algorithms in healthcare.

• Coursera
• 20 hours 54 minutes
• On-Demand
• Free Online Course (Audit)

Discrete Mathematics

178 ratings at Coursera

Explore foundational concepts in discrete mathematics, including sets, functions, relations, and graphs. Develop mathematical maturity through rigorous proofs and fascinating results in computer science.

• Coursera
• 1 day 17 hours 57 minutes
• On-Demand
• Free Online Course (Audit)